Whale identification (CNN)

Whale identification (CNN)

1.     we are challenged to build an algorithm to identify individual whales in images.

2.     we need to analyse Happywhale’s database of over 25,000 images, gathered from research institutions and public contributors.

3.     This training data contains thousands of images of humpback whale flukes. Individual whales have been identified by researchers and given an Id.

4.     Used Pytorch framework to build CNN model. Built 2 layered NN with BatchNormalization.

 

      GitHub:

github solution url click here